Triple

T16563861
Position Surface form Disambiguated ID Type / Status
Subject Ignacy Sachs E402405 entity
Predicate movement P81 FINISHED
Object eco-development movement
The eco-development movement is an approach to development that seeks to harmonize economic growth with environmental protection and social equity, strongly associated with the work of economist and ecologist Ignacy Sachs.
E1220578 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: eco-development movement | Statement: [Ignacy Sachs, movement, eco-development movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: eco-development movement
Context triple: [Ignacy Sachs, movement, eco-development movement]
  • A. ecosocialism
    Ecosocialism is a political ideology that merges socialist principles with ecological concerns, advocating for a democratically planned, socially just, and environmentally sustainable economy.
  • B. degrowth movement
    The degrowth movement is a social, political, and economic movement that advocates deliberately scaling down production and consumption to achieve ecological sustainability, social equity, and improved well-being beyond the pursuit of endless economic growth.
  • C. Eje Ambiental
    Eje Ambiental is an urban pedestrian and transport corridor in central Bogotá that integrates green spaces, public transit, and cultural landmarks as part of the city’s historic core.
  • D. environmental justice movement
    The environmental justice movement is a global social and political effort that challenges environmental racism and inequality by advocating for fair treatment and meaningful involvement of all people in environmental policymaking and resource distribution.
  • E. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: eco-development movement
Triple: [Ignacy Sachs, movement, eco-development movement]
Generated description
The eco-development movement is an approach to development that seeks to harmonize economic growth with environmental protection and social equity, strongly associated with the work of economist and ecologist Ignacy Sachs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: eco-development movement
Target entity description: The eco-development movement is an approach to development that seeks to harmonize economic growth with environmental protection and social equity, strongly associated with the work of economist and ecologist Ignacy Sachs.
  • A. ecosocialism
    Ecosocialism is a political ideology that merges socialist principles with ecological concerns, advocating for a democratically planned, socially just, and environmentally sustainable economy.
  • B. degrowth movement
    The degrowth movement is a social, political, and economic movement that advocates deliberately scaling down production and consumption to achieve ecological sustainability, social equity, and improved well-being beyond the pursuit of endless economic growth.
  • C. Eje Ambiental
    Eje Ambiental is an urban pedestrian and transport corridor in central Bogotá that integrates green spaces, public transit, and cultural landmarks as part of the city’s historic core.
  • D. environmental justice movement
    The environmental justice movement is a global social and political effort that challenges environmental racism and inequality by advocating for fair treatment and meaningful involvement of all people in environmental policymaking and resource distribution.
  • E. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3577043048190bc9bcf55069b769f completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006edfe7f08190857fc6f66f3be9a0 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f5fdea0819093ee1b522438cdc1 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a006fd9da688190abde982bbee5ba73 completed May 10, 2026, 11:45 a.m.
Created at: April 10, 2026, 5:15 a.m.